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Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems
Goal-oriented dialog systems enable users to complete specific goals lik...
11/16/2020 ∙ by Chien-Wei Lin, et al. ∙
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Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors
Speech-based virtual assistants, such as Amazon Alexa, Google assistant,...
06/10/2020 ∙ by Longshaokan Wang, et al. ∙
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Towards Personalized Dialog Policies for Conversational Skill Discovery
Many businesses and consumers are extending the capabilities of voice-ba...
11/15/2019 ∙ by Maryam Fazel-Zarandi, et al. ∙
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Investigation of Error Simulation Techniques for Learning Dialog Policies for Conversational Error Recovery
Training dialog policies for speech-based virtual assistants requires a ...
11/08/2019 ∙ by Maryam Fazel-Zarandi, et al. ∙
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Learning Robust Dialog Policies in Noisy Environments
Modern virtual personal assistants provide a convenient interface for co...
12/11/2017 ∙ by Maryam Fazel-Zarandi, et al. ∙
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